Lehrstuhl für Informatik 5 (Mustererkennung)

Mitigating Unknown Bias in Deep Learning-based Assessment of CT Images Deep Technome (2023) Langer S, Taubmann O, Denzinger F, Maier A, Mühlberg A Conference contribution Focus on Content not Noise: Improving Image Generation for Nuclei Segmentation by Suppressing Steganography in CycleGAN (2023) Utz J, Weise T, Schlereth M, Wagner F, Thies M, Gu M, Uderhardt S, Breininger K Conference contribution Inherently Interpretable Multi-Label Classification Using Class-Specific Counterfactuals (2023) Sun S, Woerner S, Maier A, Koch LM, Baumgartner CF Conference contribution Word class representations spontaneously emerge in a deep neural network trained on next word prediction (2023) Surendra K, Schilling A, Stöwer P, Maier A, Krauß P Conference contribution Werck der Bücher – digitale Methoden für die Typenanalyse (2023) Weichselbaumer N, Herz R, van der Loop J, Mossmann S, Potten E, Kordon F, Christlein V Conference contribution Deep learning for terahertz image denoising in nondestructive historical document analysis (2022) Dutta B, Root K, Ullmann I, Wagner F, Mayr M, Seuret M, Thies M, et al. Journal article, Original article ANIMAL‐SPOT enables animal‐independent signal detection and classification using deep learning (2022) Bergler C, Smeele SQ, Tyndel SA, Barnhill A, Ortiz ST, Kalan AK, Cheng RX, et al. Journal article Deep learning-based motion quantification from k-space for fast model-based magnetic resonance imaging motion correction (2022) Hoßbach J, Splitthoff DN, Cauley S, Clifford B, Polak D, Lo WC, Meyer H, Maier A Journal article Writer Retrieval and Writer Identification in Greek Papyri (2022) Christlein V, Marthot-Santaniello I, Mayr M, Nicolaou A, Seuret M Conference contribution Heat Demand Forecasting with Multi-Resolutional Representation of Heterogeneous Temporal Ensemble (2022) Chatterjee S, Ramachandran A, Neergaard TF, Maier A, Bayer S Conference contribution, Original article